Dataset Versions

v1

2024-08-27 5:51am

Generated on Aug 27, 2024

Dataset Split

Train Set 87%
2100Images
Valid Set 8%
202Images
Test Set 4%
102Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Rotation: Between -15° and +15°
Grayscale: Apply to 50% of images
Brightness: Between -15% and +15%
Noise: Up to 5% of pixels